Autonomous Project Intelligence For Engineering Leaders

Curio automatically generates project status reports by ingesting live Jira data and rendering it into existing documents across Confluence, Google Docs, Sharepoint, and local files. The platform applies AI-driven analysis to derive progress summaries, trend indicators, risk signals, and dependency mappings from underlying issue data. Project managers and stakeholders can access up-to-date status on demand rather than being blocked waiting for team stand-ups.

Jira information is often scattered across comments, attachments, and issue history, making it difficult to analyze and report on systematically. Curio ingests Jira artifacts and applies LLM-based summarization, risk analysis, and recommendation generation to produce structured, actionable outputs. Layered prompt pipelines can be used to extract specific signals from unstructured Jira content.

Curio lets you define custom project templates that organize and present Jira data in meaningful ways. These templates use LLMs to analyze and summarize work, surface risks, and highlight dependencies. By combining Jira data with your own annotations and context, Deliver tailored insights that help teams make better decisions.

Stop maintaining static spreadsheets and wikis for project status tracking, or forcing engineering teams to update multiple documents for different stakeholders. Curio AI automates the generation of stakeholder-specific project views by integrating Jira data into shared documents. Curio’s layered approach to persistent LLM prompts and context make it easy to create reports tailored to any audience.

Teams lack actionable insights into velocity and workflow bottlenecks. Curio analyzes every workflow transition in your Jira projects and automatically report cycle time, developer velocity, identify process bottlenecks, and provide recommendations to optimize team productivity and accelerate delivery.

Curio is document-centric and opens up Jira data to external LLMs and AI services to provide richer, more customizable analyses. Curio’s AI-powered project curation capabilities include:

• Use of 3rd party LLMs like OpenAI ChatGPT, Anthropic Claude, and other open source LLMs that can be hosted completely on-premises
• Integration with Claude Desktop for interactive exploration of curated project status
• Persistent narrative context for AI analysis
• Template-driven consistency
• Layering of LLMs, context, and prompts for deeper inference
• Combining Jira data with proprietary corpora with built-in Retrieval Augmented Generation pipeline

Curio lets you integrate tools that aren’t currently supported in Jira, like 3rd party LLMs from OpenAI ChatGPT, Anthropic Claude, and open source LLMs that can be hosted on-premises. It also offers RAG capabilities, combining your Jira data with proprietary corpora (DOC, PDF, TXT, Wikis, Web pages, Teams channels/chats) to provide deeper insights. With Curio MCP, you can connect to additional GPTs and Agents, enabling more powerful and flexible workflows.

Curio can be used as a cloud service or self-hosted for fully on-premises deployment. Please send a request to info@cloudcurio.com and we can setup a meeting to discuss your exact needs.

No. Curio requires read-only access to Jira with a minimally-scoped access token. Any team member may use Curio using the single read-only account that sets up the access token. Many teams take this opportunity to consolidate all their read-only Jira licenses into a single read-only account to reduce Atlassian licensing cost.

Curio is document-centric solution that delivers curated reports, data aggregation beyond JQL, persistent and shared LLM context/prompts. Curio is LLM model-agnostic and works with external LLMs and MCP. Curio continuously analyzes your projects and surface insights before you ask instead of waiting for you to ask a question. Curio autonomously maintains living documents in Confluence, Google Drive and Microsoft Sharepoint. Curio works independently and does not require Atlassian Intelligence.

Atlassian Intelligence is single vendor, black-box LLM with limited flexibility and extensibility. Jira AI is "Ask Question - Get an Answer" UI-centric experience (NOT document-centric) with ad hoc user interactions, fleeting context, and throw-away prompts. All data remains locked inside the Atlassian ecosystem, with limited integration with popular collaboration platforms. Atlassian Intelligence requires additional premium licenses for each user.

No. Curio AI only maintains the abiity to access the documents you share with it. All the information it generates is stored in your existing documents that are used for team collaboration in Google Drive or Microsoft Sharepoint. Curio is an AI agent that keeps shared documents updated with Jira information. You don't need to log into Curio to access your data.

You can create layers of LLMs for multi-level inference with Curio.

• Integrate with OpenAI GPT and Anthropic Claude models - bring your own API keys. These models are used to perform inference on Jira contents.
  
• Self-host your favorite open source LLM for a fully on-premises deployment
  
• Use the built-in Retrieval Augmented Generation (RAG) pipeline for additional documents that you share with it. This allows much finer control over the context and prompts used for analysis.
  
• Use the Curio MCP service to connect all reports with other GPTs and Agents.

All Curio network traffic is encrypted. All interaction with Jira, Google Drive, Microsoft Sharepoint is done securely with OAuth2 and least-privileged authorizations policy enforced on per document basis. All the data the Curio pulls from your Jira instance is blended into your documents in Google Drive and Microsoft Sharepoint. Curio does not save any data outside of your collaboration documents.

Yes. Self-hosting the entire Curio stack is supported. Please email info@cloudcurio.com for more information or message me over linkedin on the on-prem setup.

Please contact us or email info@cloudcurio.com to inquire about customizations, integrations, and other bespoke capabilities.